ai_dev

ai_dev is a plugin for Claude Code from theafh/ai-modules. Its manifest loads nothing; the 26 skills, 9 agents, 1 hook it bundles cost 3,407 tokens per session together, scanned A, original, MIT.

A collection of AI-assisted development tools for everyday repository work. It includes task tracking, Git workflows, changelogs, project guardrails, instruction writing, audits, and language style guidance.

In plain words
What is it for?
Use it for structured commits, branch and repository maintenance, markdown task files, changelog updates, guardrail documents, instruction reviews, and Python or Rust style guidance.
Why use it?
It brings common development checks and documentation practices into one set of reusable skills and agents.

Plugin for Claude Code

Written for Claude Code: a Claude Code plugin manifest.

Good fit Use it for structured commits, branch and repository maintenance, markdown task files, changelog updates, guardrail documents, instruction reviews, and Python or Rust style guidance.

Compare 6 plugins from other repositories ↓
Install in Claude Code
/plugin marketplace add theafh/ai-modules
/plugin install ai_dev
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo
git clone --depth 1 https://github.com/theafh/ai-modules

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for ai_dev

README.md
[![agentmods](https://agentmods.dev/badge/plugins/theafh/ai-modules/ai_dev/github.svg)](https://agentmods.dev/plugins/theafh/ai-modules/ai_dev)
Your own site
<a href="https://agentmods.dev/plugins/theafh/ai-modules/ai_dev"><img src="https://agentmods.dev/badge/plugins/theafh/ai-modules/ai_dev/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for ai_dev

Your own site · 80×15
<a href="https://agentmods.dev/plugins/theafh/ai-modules/ai_dev"><img src="https://agentmods.dev/badge/plugins/theafh/ai-modules/ai_dev.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session not measured What this adds to a session before it is invoked.
When invoked not measured The manifest loads nothing itself; its 26 skills, 9 agents, 1 hook cost 3,407 tokens a session between them.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Security

Grade A, and why

ai_dev scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured today.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

plugins/ai_dev/.claude-plugin/plugin.json · 10 lines

What it actually says

{
  "name": "ai_dev",
  "version": "1.16.1",
  "description": "Skills and agents for everyday AI-assisted development: structured git commits, checkout of an existing branch wherever it lives, safe repository refresh and branch cleanup, review of a pull request, a branch, or uncommitted default-branch changes for approvability and structural mergeability, an automated review-and-fix loop over that same default-branch uncommitted target (git_auto_review, whose auto_gate_git gate, auto_fixer_git writer, and auto_verifier_git verifier run it), day-grouped changelog maintenance, project-local task and todo tracking as plain-markdown files (a base task skill plus create, check, auto-check, explain, select, implement, audit, finish, and fix siblings with auto_*_task helper agents, including task_auto_check's auto_drift_task intent check and auto_dryrun_task pre-gate implementer dry run, and task_fix's auto_shaper_task escalation), repo-root guardrail documents that keep autonomous agents anchored to human intent (a guardrail hub skill plus a guardrail_audit sibling, with per-type templates and rules for CHARTER, ARCHITECTURE, TESTING, and SECURITY docs), writing and formatting AI instructions (prompts, rules, skill files, agent definitions), skill_doctor for check-only audits of skill artifacts, descriptions, registration, and tests, agent_spinner for how an orchestrating agent spins off, contains, cross-checks, and aggregates helper agents on any host, harness portability for bundled scripts and plugin wiring, and language style guides for markdown, Python, and Rust.",
  "author": {
    "name": "Andreas F. Hoffmann"
  },
  "license": "MIT"
}
Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. today Changed f95ad69145f6
  2. yesterday Changed 1e67e50d3a7d
  3. 2d ago Changed 7be1422bf7d5
  4. 4d ago Changed f3ca29e0c6a8
  5. 5d ago Changed 2eec63ca71cf
  6. 6d ago Changed 2e083c047403
  7. 7d ago Changed ef0f1e3ffd5e
  8. 10d ago Changed 9449954dfbe1
  9. 11d ago Changed afaba21719b7
  10. 14d ago First seen · 10 lines scan A 78d6db624dd7

Subscribe to this mod's changes

ai_dev is a plugin published in the GitHub repository theafh/ai-modules (38 stars, last pushed today), licensed MIT. Its token cost is not measured: this kind of file is read by the harness, not the model. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.